{"id":"W4303981417","doi":"10.3390/jcs6100301","title":"Enhancing Resilience and Self-Centering of Existing RC Coupled and Single Shear Walls Using EB-FRP: State-of-the-Art Review and Research Needs","year":2022,"lang":"en","type":"article","venue":"Journal of Composites Science","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Fibre-reinforced plastic; Retrofitting; Structural engineering; Shear wall; Shear (geology); Residual; Reinforced concrete; Plastic hinge; Materials science; Hinge; Engineering; Composite material; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001705158,0.00009948434,0.0002877502,0.0002809909,0.0003612559,0.00007041987,0.0003735268,0.00001256471,0.000005435992],"category_scores_gemma":[0.0001541004,0.00008306613,0.00003213289,0.0008717937,0.0004030236,0.0004128128,0.0004383688,0.0003353514,5.623561e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395556,"about_ca_system_score_gemma":0.00008284576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001379982,"about_ca_topic_score_gemma":4.009509e-7,"domain_scores_codex":[0.9983308,0.00006275203,0.0004856185,0.0001167077,0.0007430823,0.0002610258],"domain_scores_gemma":[0.9990501,0.0002008822,0.0002359948,0.0001487773,0.0002578328,0.0001063708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007220191,0.000001389253,0.001603854,0.0003257305,0.000006182222,0.000004650968,0.0007661266,0.005311504,0.9911631,0.00001186288,0.000002855073,0.0007955062],"study_design_scores_gemma":[0.0006128031,0.0006777067,0.01078161,0.003701084,0.0001284585,0.002303141,0.0006497775,0.1370493,0.8434758,0.00007920697,0.000213987,0.0003272216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911364,0.00791637,0.0005781437,0.00003649108,0.0001121112,0.0001401649,0.00000170807,0.000009466027,0.0000691079],"genre_scores_gemma":[0.9863912,0.0006421224,0.0129243,0.00001406146,0.000009441674,7.577821e-7,6.144565e-8,0.000008888012,0.000009166228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476874,"threshold_uncertainty_score":0.3387339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755227710310614,"score_gpt":0.3085278807074749,"score_spread":0.2709756036043688,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}